MACHINE LEARNING IS THE NEW ELECTRICITY

Machine Learning is the automation of a task by letting a computer make inferences based on the patterns iT finds in the data

Machine Learning is the automation of a task by letting a computer make inferences based on the patterns if finds in the data

TASKS FOR THE MACHINE

"If every tool, when ordered, or even of its own accord, could do the work that befits it… then there would be no need either of apprentices for the master workers or of slaves for the lords."

~ Aristotle

  COLLECT

Data Collection

'vision always precedes strategy'

How are Costco's sales doing?

• Computer vision identifies and counts cars from satellite imagery

• Automated collating of time series data, YoY

• Identify under-utilised marketing real estate

Fine-grained maps of poverty

• UN Sustainable Development Goals for the year 2030.

• Require more frequent and more reliable data

• Estimate per capita consumption expenditure

  PITCH

'know a little bit about a huge number of other people'

RECOMMENDER SYSTEMS

 A Discovery Assistant can be a mix of

• Collaborative Filtering
• Content-Based
• Social & Demographic
• Contextual

DATING SITE

JOB SITE

  CRITIQUE

• encode the variation in geometry, colour, the model’s pose, and any other details

• show how similar two images or collections are

• identify trends in shape, material and pattern 

• stand out from the crowd

TRENDSPOTTING

'quantifying the previously unquantifiable'

  target

• Data Mining - Audience, Time, Place

• Monitoring & Maximising Performance

• Predictive Performance Analysis

ONLINE ADS

'Contextualisation and personalisation is everything'

  PRESENT

  play

VW Golf sound

Volvo interactive real-time name insertion

INTERACT

 the virtual interview

'Bhumika can speak for herself'

  write

• Trained on speech transcripts

• Neural Networks

deepdrumpf

SHELLY

• human - AI collaboration

• trained on stories from r/nosleep

  CAPTURE

which ad ​was created by machine learning?

create

an ad for Clorets Mint Tab that conveyed the message: "Instant-effect fresh breath that lasts for 10 minutes."

Still pulling the strings

Thank you